The marked with red is a warning.
PDF allows to embed JPEGs and some species of PNG “as is”. Transparent, interlaced, “too-multicolor” PNGs need to be reformatted to the native for PDF not-lossy image format (more-less identical to GIF). As a result PDF size grows. However it is almost not noticeable for small images.